KEMLG - Grup d'Enginyeria del Coneixement i Aprenentatge Automàtic

 

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Recent Submissions

  • Using contextual information in music playlist recommendations 

    Gkatzioura, Anna; Sànchez-Marrè, Miquel (IOSPress, 2017)
    Part of book or chapter of book
    Open Access
    Recommender Systems have become a fundamental part of various applications supporting users when searching for items they could be interested in,at a given moment. However, the majority of Recommender ...

  • Medicamentos y alimentos online: cuestiones éticas en torno al acceso a alimentos y medicamentos a través de Internet 

    Plana Casado, Mª José; López Baroni, Manuel Jesús; Cabré Pericas, Lluís; Lecuona Ramírez, Itziar de; Villalobos Quesada, Mª José; Mariño Hernández, Eduardo; Cortés Martínez, Atia; Cristea Uivaru, Lucía; Biel Canut, Mª Rosa; Portals Casanovas, Miquel; Rey Huerga, Nuria; Navarro Michel, Mónica; Leyton, Fabiola; Casado González, María (2019-01)
    Article
    Open Access
    This article describes the ethical implications that arise when buying food and drugs online. The main goal is to identify relevant bioethical conflicts that derive from using information and communication technologies, ...

  • A study on contextual influences on automatic playlist continuation 

    Gkatzioura, Anna; Sànchez-Marrè, Miquel; Jorge, Alípio Mário (2018)
    Conference lecture
    Open Access
    Recommender systems still mainly base their reasoning on pairwise interactions or information on individual entities, like item attributes or ratings, without properly evaluating the multiple dimensions of the recommendation ...

  • Feature-tree labeling for case base maintenance 

    Nakhjiri, Nariman; Salamó, Maria; Sànchez-Marrè, Miquel (IOS Press, 2018-10-01)
    Article
    Open Access
    Case Base Maintenance (CBM) algorithms update the content of the case base with the aim of improving the case-based reasoner performance. In this paper, we introduce a novel CBM method called Feature-Tree Labeling (FTL) ...

  • Using contextual information in music playlist recommendations 

    Gatzioura, Ana; Sànchez-Marrè, Miquel (IOS Press, 2017-10-01)
    Article
    Open Access
    Recommender Systems have become a fundamental part of various applications supporting users when searching for items they could be interested in, at a given moment. However, the majority of Recommender Systems generate ...

  • Generating complete menus from nutritional prescriptions by using advanced CBR and Real Food Databases 

    Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOS Press, 2017-10-01)
    Article
    Restricted access - publisher's policy
    Prevention and nutrition are key issues to guarantee a healthy lifestyle and are in the kernel of the new paradigm of patient-centered medicine. A healthy diet protects against risk factors of a large number of chronic ...

  • Including hard restrictions into Diet4You Menu Planner 

    Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOS Press, 2018-10-01)
    Article
    Restricted access - publisher's policy
    Healthy life-styles have become a keystone of the modern health approach, according to its strategic role in preventing the development of some chronic diseases and maintaining the quality of life of persons. More and more, ...

  • Wind energy forecasting with neural networks: a literature review 

    Manero, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (2018)
    Article
    Open Access
    Renewable energy is intermittent by nature and to integrate this energy into the Grid while assuring safety and stability the accurate forecasting of there newable energy generation is critical. Wind Energy prediction is ...

  • Designing a gamified social platform for people living with dementia and their live-in family caregivers 

    Tzallas, Alexandros T.; Katertsidis, Nikolaos; Glykos, Konstantinos; Barrué Subirana, Cristian; Votis, Konstantinos; Cortés García, Claudio Ulises (Association for Computing Machinery (ACM), 2018)
    Conference report
    Open Access
    In the current paper, a social gamified platform for people living with dementia and their live-in family caregivers, integrating a broader diagnostic approach and interactive interventions is presented. The CAREGIVERSPRO-MMD ...

  • Go with the flow: Recurrent networks for wind time series multi-step forecasting 

    Manero, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (IOS Press, 2018)
    Conference report
    Open Access
    One of the ways of reducing the effects of Climate Change is to rely on renewable energy sources. Their intermittent nature makes necessary to obtain a mid-long term accurate forecasting. Wind Energy prediction is based ...

  • Predicting wind energy generation with recurrent neural networks 

    Manero, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (Springer, 2018)
    Conference report
    Open Access
    Decarbonizing the energy supply requires extensive use of renewable generation. Their intermittent nature requires to obtain accurate forecasts of future generation, at short, mid and long term. Wind Energy generation ...

  • Intelligent management of measurement units equivalences in food databases 

    Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (Springer, 2018-10-23)
    Part of book or chapter of book
    Restricted access - publisher's policy
    This book constitutes the refereed proceedings of the 18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018, held in Granada, Spain, in October 2018. The 36 full papers presented were carefully ...

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